CODEWITHSUNDEEP
pythontensorflowspeech-recognitionlanguage-model
bear
bear

Reputation: 663

How to build Tensorflow speech recognition integrated with language model

How can I integrate a language model in a tensorflow speech recognition architecture?

There are a bunch of examples out there for building character level speech recognition in Tensorflow (e.g. https://github.com/nervanasystems/neon, https://github.com/buriburisuri/speech-to-text-wavenet), which is interesting but practically useless, unless a language model is integrated. I couldn't find an example that uses a language model.

How can I integrate a language model?

Upvotes: 0

Views: 1407

Answers (1)

Nikolay Shmyrev
Nikolay Shmyrev

Reputation: 25210

LM scoring is just an additional rescoring step, simply a spelling correction with a language model. It can be applied on any system output. Mozilla has it spell.py for example.

Upvotes: 2

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